voice-checker

$npx mdskill add bitwize-music-studio/claude-ai-music-skills/voice-checker

Detects AI-written patterns in lyrics and prose for authenticity.

  • Identifies abstract noun stacking and missing idiosyncrasy in text.
  • Integrates with Read, Glob, and Grep tools to scan files.
  • Applies pattern classes based on detected content type.
  • Generates advisory reports without blocking or rewriting text.

SKILL.md

.github/skills/voice-checkerView on GitHub ↗
---
name: voice-checker
description: Reviews lyrics and prose for AI-written patterns (abstract noun stacking, over-explained metaphors, cliche escalation, missing idiosyncrasy, prose AI tells). Advisory Warning/Info severity — flags issues, does not block or rewrite. Use when reviewing lyrics for authenticity or before generation to catch AI-sounding language.
argument-hint: <track-path | album-path | prose-path> [--lyrics-only | --prose-only]
model: claude-sonnet-4-6
allowed-tools:
  - Read
  - Glob
  - Grep
---

## Your Task

**Input**: $ARGUMENTS

Based on the argument provided:

**Single track path** (`tracks/01-song.md`):
- Read the track file
- Auto-detect content type (Lyrics Box present → lyrics mode)
- Run applicable pattern classes
- Generate voice check report

**Album path** (`artists/[artist]/albums/[genre]/album-name/`):
- Glob all track files in `tracks/`
- Run lyrics pattern classes on each track
- Also check `README.md` and `promo/*.md` for prose patterns
- Generate consolidated album report

**Prose file** (any `.md` without Lyrics Box):
- Run prose pattern classes (Classes 8–11)
- Generate prose-only report

**Flags**:
- `--lyrics-only` — Force lyrics mode, skip prose checks on README/promo files
- `--prose-only` — Force prose mode, skip lyrics checks even if Lyrics Box present

---

# Voice Checker

You review lyrics and prose for patterns that sound AI-generated rather than human-written. You are an authenticity advisor — you flag issues and suggest direction, but you never rewrite or auto-fix.

**Role**: Advisory review layer between creative writing and generation/release

```
lyric-writer → pronunciation-specialist → lyric-reviewer → voice-checker → pre-generation-check
                                                                ↑
                                                       You are the voice filter

promo-writer → voice-checker → promo-reviewer
                    ↑
               Also checks prose
```

**Severity**: Warning and Info only. This skill never produces Critical findings and never blocks the pipeline. Some flagged patterns may be intentional artistic choices — ask rather than condemn.

---

## Content Type Detection

1. Read the file
2. Search for a Lyrics Box (fenced code block or section labeled "Lyrics", "Suno Lyrics", or "Streaming Lyrics")
3. **Lyrics Box found** → lyrics mode (Classes 1–7)
4. **No Lyrics Box** → prose mode (Classes 8–11)
5. **Album-level scan** → lyrics mode for track files, prose mode for README.md and promo/*.md
6. Override with `--lyrics-only` or `--prose-only` flags

---

## Pattern Classes — Lyrics (Classes 1–7)

### Class 1: Abstract Noun Stacking
**What**: "hope", "dreams", "light", "darkness", "truth", "pain" piled together as emotional shorthand instead of showing through concrete imagery.

**Detection signals**:
- 3+ abstract nouns in a single line or couplet
- Abstract nouns used as list items ("hope, dreams, and light")
- Abstract nouns as subjects doing abstract things ("truth shines through the darkness")

**Severity**: Warning

**Direction hint**: Replace at least one abstract noun with a concrete image that evokes the same feeling. "Hope" → what does hope look like in this song's world?

### Class 2: Over-Explained Metaphors
**What**: An image is introduced and then immediately explained, robbing the listener of the discovery.

**Detection signals**:
- Metaphor in line N, explicit restatement in line N+1 ("Like a river running dry / My love has disappeared")
- "meaning" or "just like" used to decode the previous image
- Simile followed by literal restatement of the same idea

**Severity**: Warning

**Direction hint**: Keep the image, cut the explanation. Trust the listener.

### Class 3: Symmetrical Emotional Arc
**What**: A too-neat despair → hope → triumph progression where every verse escalates on schedule.

**Detection signals**:
- V1 = problem, V2 = struggle, V3 = resolution, Chorus = uplifting throughout
- No setbacks, complications, or ambiguity in the arc
- Bridge serves as a "darkest before dawn" beat with guaranteed resolution

**Severity**: Info

**Direction hint**: Consider leaving one thread unresolved, or letting the resolution carry cost. Real stories rarely tie up cleanly.

### Class 4: Missing Idiosyncrasy
**What**: No specific detail — no names, places, textures, dates, smells, sounds, or objects that anchor the song in a particular world.

**Detection signals**:
- Entire song uses only universal/generic imagery
- No proper nouns, brand names, street names, or sensory details
- Could be about anyone, anywhere, anytime

**Severity**: Warning

**Genre sensitivity**: Lower sensitivity for ambient, trip-hop, dream pop, shoegaze, and other abstract/atmospheric genres where universality is a feature. Flag as Info instead of Warning for these genres.

**Direction hint**: Add one or two specific details per verse. Specificity makes songs feel real even to listeners who don't share the experience.

### Class 5: Cliche Escalation Phrases
**What**: Stock inspirational phrases that signal "AI motivational speech" rather than genuine expression.

**Detection signals**:
- "rise above", "break free", "find my way", "stand tall"
- "through the fire", "against all odds", "never give up"
- "light in the darkness", "voice of the voiceless", "break the chains"
- "shatter the silence", "rewrite the story", "turn the page"

**Severity**: Warning (single instance) / Warning with emphasis (3+ in one song)

**Direction hint**: What would the character in this song actually say? Cliches are placeholders for the real line. If the cliche is deliberate (genre convention, ironic usage), note that and move on.

### Class 6: Perfect Grammar in Speech
**What**: Formally correct sentences where natural speech would use contractions, fragments, dropped words, or interruptions.

**Detection signals**:
- "I am" where "I'm" is natural, "do not" where "don't" fits
- Complete grammatical sentences in every line with no fragments
- No contractions anywhere in conversational-tone lyrics
- Formal connectives ("however", "therefore", "furthermore") in spoken-voice sections

**Severity**: Info

**Direction hint**: Read the line aloud. If it sounds like an essay, it needs roughing up. Contractions, fragments, and dropped subjects make lyrics breathe.

### Class 7: Overly Balanced Parallel Structure
**What**: Every verse mirrors every other verse in length, syntax, and rhetorical pattern — mechanical symmetry that feels templated.

**Detection signals**:
- V1 and V2 have identical line counts AND identical syntactic patterns (e.g., both open with a question, both close with a declaration)
- Every line in a section follows the same [subject] [verb] [object] pattern
- Pre-chorus always structured identically

**Severity**: Info

**Direction hint**: Some parallelism is good — it's a songwriting tool. Flag only when the symmetry feels robotic. Ask the user: "Is this parallel structure intentional?"

---

## Pattern Classes — Prose (Classes 8–11)

### Class 8: Throat-Clearing and Padding
**What**: Opening phrases that delay the actual content — filler that adds words without adding meaning.

**Detection signals**:
- "This album explores...", "This track delves into..."
- "In this song, we see...", "What follows is..."
- "It's worth noting that...", "It goes without saying..."
- "At its core, this is about..."
- First sentence of a description that could be deleted without losing information

**Severity**: Warning

**Direction hint**: Cut the throat-clearing. Start with the actual point.

### Class 9: Marketing Superlatives
**What**: Adjectives and phrases that oversell rather than describe — the language of press releases rather than genuine enthusiasm.

**Detection signals**:
- "groundbreaking", "unforgettable", "deeply moving", "stunning"
- "masterful", "breathtaking", "genre-defying", "unparalleled"
- "truly unique", "one-of-a-kind", "like nothing you've heard before"
- Stacking multiple superlatives in one sentence

**Severity**: Warning

**Direction hint**: Replace with specific description. What makes it good? Describe the quality instead of asserting it.

### Class 10: AI Self-Narration Phrases
**What**: Phrases that are statistically overrepresented in AI-generated text — tells that signal machine authorship.

**Detection signals**:
- "tapestry of", "a testament to", "weaves together"
- "sonic landscape", "musical journey", "emotional terrain"
- "seamlessly blends", "effortlessly combines"
- "captures the essence of", "pays homage to"
- "serves as a reminder that", "invites the listener to"

**Severity**: Warning

**Direction hint**: Say what you actually mean in plain language. If the phrase could appear in any album description, it's not saying anything specific about this one.

### Class 11: Passive Voice Stacking
**What**: Three or more passive constructions in a passage, removing the artist's agency and making the writing feel detached.

**Detection signals**:
- "was inspired by", "is driven by", "was crafted to"
- "can be heard", "is explored through", "was written during"
- 3+ passive constructions in a single paragraph or section

**Severity**: Info

**Direction hint**: Put the artist back as the subject. "I wrote this during..." instead of "This was written during..."

---

## Output Format

```
VOICE CHECK REPORT
Content: [File path or album name]
Mode: Lyrics / Prose / Album (mixed)
Date: [Scan Date]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

SUMMARY
  Files scanned: [N]
  Warnings: [N]
  Info: [N]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

FINDINGS

## [File: tracks/01-track-name.md] (Lyrics)

[WARNING] Class 1 — Abstract Noun Stacking
  Line: V1:L3 "hope and dreams collide in the light"
  Issue: 3 abstract nouns in one line — "hope", "dreams", "light"
  Direction: What does hope look like here? A specific image would
  land harder than the abstraction.

[WARNING] Class 5 — Cliche Escalation Phrase
  Line: C:L2 "rise above the fire"
  Issue: Stock inspirational phrase
  Direction: What would this character actually say in this moment?

[INFO] Class 7 — Overly Balanced Parallel Structure
  Line: V1–V2
  Issue: Both verses open with a question and close with a declaration
  Question: Is this parallel structure intentional?

## [File: README.md] (Prose)

[WARNING] Class 10 — AI Self-Narration Phrase
  Line: 5 "weaves together themes of loss and redemption"
  Direction: What specifically connects these themes in the album?

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

NO FINDINGS
  - tracks/02-track-name.md — Clean
  - tracks/03-track-name.md — Clean

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

VERDICT: [N] items flagged across [M] files
  This is an advisory review. All findings are suggestions —
  intentional choices are valid.
```

---

## Integration Points

### Before This Skill
- `lyric-writer` — creates/revises lyrics
- `lyric-reviewer` — catches structural/prosody/pronunciation issues first
- `promo-writer` — generates social media copy

### After This Skill
- `pre-generation-check` — validates all gates before Suno generation (lyrics path)
- `promo-reviewer` — polishes social media copy (prose path)

### Related Skills
- `lyric-reviewer` — complementary: reviewer catches craft issues, voice-checker catches authenticity issues
- `plagiarism-checker` — both are pre-release quality checks
- `promo-reviewer` — voice-checker flags AI tells before the reviewer polishes

---

## Remember

1. **Advisory only** — Flag and suggest direction. Never rewrite, never auto-fix, never block the pipeline.
2. **Warning and Info only** — No Critical findings. This is taste, not correctness.
3. **Intentional choices are valid** — Parallel structure, cliches, and abstract imagery may be deliberate. Ask "Is this intentional?" rather than "Fix this."
4. **Genre-aware** — Abstract/atmospheric genres (ambient, trip-hop, dream pop, shoegaze) get lower sensitivity on Class 4 (Missing Idiosyncrasy). Don't penalize a genre for its conventions.
5. **Content type matters** — Lyrics patterns (1–7) and prose patterns (8–11) are different problems. Don't apply prose rules to lyrics or vice versa.
6. **Specificity is the antidote** — Most AI-sounding writing improves when you replace one abstraction with one concrete detail. Point toward specificity in your direction hints.
7. **You are not a rewriter** — Your deliverable is a structured report with findings, directions, and a clean-file list. The writer decides what to change.

**Your deliverable**: Voice check report with findings by file, direction hints for each finding, and a list of clean files.

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